.. Licensed to the Apache Software Foundation (ASF) under one
.. or more contributor license agreements.  See the NOTICE file
.. distributed with this work for additional information
.. regarding copyright ownership.  The ASF licenses this file
.. to you under the Apache License, Version 2.0 (the
.. "License"); you may not use this file except in compliance
.. with the License.  You may obtain a copy of the License at

..   http://www.apache.org/licenses/LICENSE-2.0

.. Unless required by applicable law or agreed to in writing,
.. software distributed under the License is distributed on an
.. "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
.. KIND, either express or implied.  See the License for the
.. specific language governing permissions and limitations
.. under the License.

============
Arrow Flight
============

This section contains a number of recipes for working with Arrow Flight.
For more detail about Flight please take a look at `Arrow Flight RPC`_.

.. contents::

Simple Key-Value Storage Service with Arrow Flight
==================================================

We'll implement a service that provides a key-value store for data, using Flight to handle uploads/requests
and data in memory to store the actual data.

Flight Client and Server
************************

.. testcode::

   import org.apache.arrow.flight.Action;
   import org.apache.arrow.flight.AsyncPutListener;
   import org.apache.arrow.flight.CallStatus;
   import org.apache.arrow.flight.Criteria;
   import org.apache.arrow.flight.FlightClient;
   import org.apache.arrow.flight.FlightDescriptor;
   import org.apache.arrow.flight.FlightEndpoint;
   import org.apache.arrow.flight.FlightInfo;
   import org.apache.arrow.flight.FlightServer;
   import org.apache.arrow.flight.FlightStream;
   import org.apache.arrow.flight.Location;
   import org.apache.arrow.flight.NoOpFlightProducer;
   import org.apache.arrow.flight.PutResult;
   import org.apache.arrow.flight.Result;
   import org.apache.arrow.flight.Ticket;
   import org.apache.arrow.memory.BufferAllocator;
   import org.apache.arrow.memory.RootAllocator;
   import org.apache.arrow.util.AutoCloseables;
   import org.apache.arrow.vector.VarCharVector;
   import org.apache.arrow.vector.VectorLoader;
   import org.apache.arrow.vector.VectorSchemaRoot;
   import org.apache.arrow.vector.VectorUnloader;
   import org.apache.arrow.vector.ipc.message.ArrowRecordBatch;
   import org.apache.arrow.vector.types.pojo.ArrowType;
   import org.apache.arrow.vector.types.pojo.Field;
   import org.apache.arrow.vector.types.pojo.FieldType;
   import org.apache.arrow.vector.types.pojo.Schema;

   import java.io.IOException;
   import java.nio.charset.StandardCharsets;
   import java.util.ArrayList;
   import java.util.Arrays;
   import java.util.Collections;
   import java.util.Iterator;
   import java.util.List;
   import java.util.concurrent.ConcurrentHashMap;

   class Dataset implements AutoCloseable {
       private final List<ArrowRecordBatch> batches;
       private final Schema schema;
       private final long rows;
       public Dataset(List<ArrowRecordBatch> batches, Schema schema, long rows) {
           this.batches = batches;
           this.schema = schema;
           this.rows = rows;
       }
       public List<ArrowRecordBatch> getBatches() {
           return batches;
       }
       public Schema getSchema() {
           return schema;
       }
       public long getRows() {
           return rows;
       }
       @Override
       public void close() throws Exception {
           AutoCloseables.close(batches);
       }
   }
   class CookbookProducer extends NoOpFlightProducer implements AutoCloseable {
       private final BufferAllocator allocator;
       private final Location location;
       private final ConcurrentMap<FlightDescriptor, Dataset> datasets;
       public CookbookProducer(BufferAllocator allocator, Location location) {
           this.allocator = allocator;
           this.location = location;
           this.datasets = new ConcurrentHashMap<>();
       }
       @Override
       public Runnable acceptPut(CallContext context, FlightStream flightStream, StreamListener<PutResult> ackStream) {
           List<ArrowRecordBatch> batches = new ArrayList<>();
           return () -> {
               long rows = 0;
               VectorUnloader unloader;
               while (flightStream.next()) {
                   unloader = new VectorUnloader(flightStream.getRoot());
                   final ArrowRecordBatch arb = unloader.getRecordBatch();
                   batches.add(arb);
                   rows += flightStream.getRoot().getRowCount();
               }
               Dataset dataset = new Dataset(batches, flightStream.getSchema(), rows);
               datasets.put(flightStream.getDescriptor(), dataset);
               ackStream.onCompleted();
           };
       }

       @Override
       public void getStream(CallContext context, Ticket ticket, ServerStreamListener listener) {
           FlightDescriptor flightDescriptor = FlightDescriptor.path(
                   new String(ticket.getBytes(), StandardCharsets.UTF_8));
           Dataset dataset = this.datasets.get(flightDescriptor);
           if (dataset == null) {
               throw CallStatus.NOT_FOUND.withDescription("Unknown descriptor").toRuntimeException();
           }
           try (VectorSchemaRoot root = VectorSchemaRoot.create(
                    this.datasets.get(flightDescriptor).getSchema(), allocator)) {
               VectorLoader loader = new VectorLoader(root);
               listener.start(root);
               for (ArrowRecordBatch arrowRecordBatch : this.datasets.get(flightDescriptor).getBatches()) {
                   loader.load(arrowRecordBatch);
                   listener.putNext();
               }
               listener.completed();
           }
       }

       @Override
       public void doAction(CallContext context, Action action, StreamListener<Result> listener) {
           FlightDescriptor flightDescriptor = FlightDescriptor.path(
                   new String(action.getBody(), StandardCharsets.UTF_8));
           switch (action.getType()) {
               case "DELETE": {
                   Dataset removed = datasets.remove(flightDescriptor);
                   if (removed != null) {
                       try {
                           removed.close();
                       } catch (Exception e) {
                           listener.onError(CallStatus.INTERNAL
                               .withDescription(e.toString())
                               .toRuntimeException());
                           return;
                       }
                       Result result = new Result("Delete completed".getBytes(StandardCharsets.UTF_8));
                       listener.onNext(result);
                   } else {
                       Result result = new Result("Delete not completed. Reason: Key did not exist."
                               .getBytes(StandardCharsets.UTF_8));
                       listener.onNext(result);
                   }
                   listener.onCompleted();
               }
           }
       }

       @Override
       public FlightInfo getFlightInfo(CallContext context, FlightDescriptor descriptor) {
           FlightEndpoint flightEndpoint = new FlightEndpoint(
                   new Ticket(descriptor.getPath().get(0).getBytes(StandardCharsets.UTF_8)), location);
           return new FlightInfo(
                   datasets.get(descriptor).getSchema(),
                   descriptor,
                   Collections.singletonList(flightEndpoint),
                   /*bytes=*/-1,
                   datasets.get(descriptor).getRows()
           );
       }

       @Override
       public void listFlights(CallContext context, Criteria criteria, StreamListener<FlightInfo> listener) {
           datasets.forEach((k, v) -> { listener.onNext(getFlightInfo(null, k)); });
           listener.onCompleted();
       }

       @Override
       public void close() throws Exception {
           AutoCloseables.close(datasets.values());
       }
   }
   Location location = Location.forGrpcInsecure("0.0.0.0", 33333);
   try (BufferAllocator allocator = new RootAllocator()){
       // Server
       try(final CookbookProducer producer = new CookbookProducer(allocator, location);
           final FlightServer flightServer = FlightServer.builder(allocator, location, producer).build()) {
           try {
               flightServer.start();
               System.out.println("S1: Server (Location): Listening on port " + flightServer.getPort());
           } catch (IOException e) {
               throw new RuntimeException(e);
           }

           // Client
           try (FlightClient flightClient = FlightClient.builder(allocator, location).build()) {
               System.out.println("C1: Client (Location): Connected to " + location.getUri());

               // Populate data
               Schema schema = new Schema(Arrays.asList(
                       new Field("name", FieldType.nullable(new ArrowType.Utf8()), null)));
               try(VectorSchemaRoot vectorSchemaRoot = VectorSchemaRoot.create(schema, allocator);
                   VarCharVector varCharVector = (VarCharVector) vectorSchemaRoot.getVector("name")) {
                   varCharVector.allocateNew(3);
                   varCharVector.set(0, "Ronald".getBytes());
                   varCharVector.set(1, "David".getBytes());
                   varCharVector.set(2, "Francisco".getBytes());
                   vectorSchemaRoot.setRowCount(3);
                   FlightClient.ClientStreamListener listener = flightClient.startPut(
                           FlightDescriptor.path("profiles"),
                           vectorSchemaRoot, new AsyncPutListener());
                   listener.putNext();
                   varCharVector.set(0, "Manuel".getBytes());
                   varCharVector.set(1, "Felipe".getBytes());
                   varCharVector.set(2, "JJ".getBytes());
                   vectorSchemaRoot.setRowCount(3);
                   listener.putNext();
                   listener.completed();
                   listener.getResult();
                   System.out.println("C2: Client (Populate Data): Wrote 2 batches with 3 rows each");
               }

               // Get metadata information
               FlightInfo flightInfo = flightClient.getInfo(FlightDescriptor.path("profiles"));
               System.out.println("C3: Client (Get Metadata): " + flightInfo);

               // Get data information
               try(FlightStream flightStream = flightClient.getStream(flightInfo.getEndpoints().get(0).getTicket())) {
                   int batch = 0;
                   try (VectorSchemaRoot vectorSchemaRootReceived = flightStream.getRoot()) {
                       System.out.println("C4: Client (Get Stream):");
                       while (flightStream.next()) {
                           batch++;
                           System.out.println("Client Received batch #" + batch + ", Data:");
                           System.out.print(vectorSchemaRootReceived.contentToTSVString());
                       }
                   }
               } catch (Exception e) {
                   e.printStackTrace();
               }

               // Get all metadata information
               Iterable<FlightInfo> flightInfosBefore = flightClient.listFlights(Criteria.ALL);
               System.out.print("C5: Client (List Flights Info): ");
               flightInfosBefore.forEach(t -> System.out.println(t));

               // Do delete action
               Iterator<Result> deleteActionResult = flightClient.doAction(new Action("DELETE",
                       FlightDescriptor.path("profiles").getPath().get(0).getBytes(StandardCharsets.UTF_8)));
               while (deleteActionResult.hasNext()) {
                   Result result = deleteActionResult.next();
                   System.out.println("C6: Client (Do Delete Action): " +
                           new String(result.getBody(), StandardCharsets.UTF_8));
               }

               // Get all metadata information (to validate detele action)
               Iterable<FlightInfo> flightInfos = flightClient.listFlights(Criteria.ALL);
               flightInfos.forEach(t -> System.out.println(t));
               System.out.println("C7: Client (List Flights Info): After delete - No records");

               // Server shut down
               flightServer.shutdown();
               System.out.println("C8: Server shut down successfully");
           }
       } catch (Exception e) {
           e.printStackTrace();
       }
   }

.. testoutput::

   S1: Server (Location): Listening on port 33333
   C1: Client (Location): Connected to grpc+tcp://0.0.0.0:33333
   C2: Client (Populate Data): Wrote 2 batches with 3 rows each
   C3: Client (Get Metadata): FlightInfo{schema=Schema<name: Utf8>, descriptor=profiles, endpoints=[FlightEndpoint{locations=[Location{uri=grpc+tcp://0.0.0.0:33333}], ticket=org.apache.arrow.flight.Ticket@58871b0a, expirationTime=(none)}], bytes=-1, records=6, ordered=false}
   C4: Client (Get Stream):
   Client Received batch #1, Data:
   name
   Ronald
   David
   Francisco
   Client Received batch #2, Data:
   name
   Manuel
   Felipe
   JJ
   C5: Client (List Flights Info): FlightInfo{schema=Schema<name: Utf8>, descriptor=profiles, endpoints=[FlightEndpoint{locations=[Location{uri=grpc+tcp://0.0.0.0:33333}], ticket=org.apache.arrow.flight.Ticket@58871b0a, expirationTime=(none)}], bytes=-1, records=6, ordered=false}
   C6: Client (Do Delete Action): Delete completed
   C7: Client (List Flights Info): After delete - No records
   C8: Server shut down successfully

Let explain our code in more detail.

Start Flight Server
*******************

First, we'll start our server:

.. code-block:: java

   try(FlightServer flightServer = FlightServer.builder(allocator, location,
           new CookbookProducer(allocator, location)).build()) {
       try {
           flightServer.start();
           System.out.println("S1: Server (Location): Listening on port " + flightServer.getPort());
       } catch (IOException e) {
           e.printStackTrace();
       }

.. code-block:: shell

   S1: Server (Location): Listening on port 33333

Connect to Flight Server
************************

We can then create a client and connect to the server:

.. code-block:: java

   try (FlightClient flightClient = FlightClient.builder(allocator, location).build()) {
       System.out.println("C1: Client (Location): Connected to " + location.getUri());

.. code-block:: shell

   C1: Client (Location): Connected to grpc+tcp://0.0.0.0:33333

Put Data
********

First, we'll create and upload a vector schema root, which will get stored in a
memory by the server.

.. code-block:: java

   // Server
   public Runnable acceptPut(CallContext context, FlightStream flightStream, StreamListener<PutResult> ackStream) {
       List<ArrowRecordBatch> batches = new ArrayList<>();
       return () -> {
           long rows = 0;
           VectorUnloader unloader;
           while (flightStream.next()) {
               unloader = new VectorUnloader(flightStream.getRoot());
               try (final ArrowRecordBatch arb = unloader.getRecordBatch()) {
                   batches.add(arb);
                   rows += flightStream.getRoot().getRowCount();
               }
           }
           Dataset dataset = new Dataset(batches, flightStream.getSchema(), rows);
           datasets.put(flightStream.getDescriptor(), dataset);
           ackStream.onCompleted();
       };
   }

   // Client
   Schema schema = new Schema(Arrays.asList(
           new Field("name", FieldType.nullable(new ArrowType.Utf8()), null)));
   try(VectorSchemaRoot vectorSchemaRoot = VectorSchemaRoot.create(schema, allocator);
       VarCharVector varCharVector = (VarCharVector) vectorSchemaRoot.getVector("name")) {
       varCharVector.allocateNew(3);
       varCharVector.set(0, "Ronald".getBytes());
       varCharVector.set(1, "David".getBytes());
       varCharVector.set(2, "Francisco".getBytes());
       vectorSchemaRoot.setRowCount(3);
       FlightClient.ClientStreamListener listener = flightClient.startPut(
               FlightDescriptor.path("profiles"),
               vectorSchemaRoot, new AsyncPutListener());
       listener.putNext();
       varCharVector.set(0, "Manuel".getBytes());
       varCharVector.set(1, "Felipe".getBytes());
       varCharVector.set(2, "JJ".getBytes());
       vectorSchemaRoot.setRowCount(3);
       listener.putNext();
       listener.completed();
       listener.getResult();
       System.out.println("C2: Client (Populate Data): Wrote 2 batches with 3 rows each");
   }

.. code-block:: shell

   C2: Client (Populate Data): Wrote 2 batches with 3 rows each

Get Metadata
************

Once we do so, we can retrieve the metadata for that dataset.

.. code-block:: java

   // Server
   public FlightInfo getFlightInfo(CallContext context, FlightDescriptor descriptor) {
       FlightEndpoint flightEndpoint = new FlightEndpoint(
               new Ticket(descriptor.getPath().get(0).getBytes(StandardCharsets.UTF_8)), location);
       return new FlightInfo(
               datasets.get(descriptor).getSchema(),
               descriptor,
               Collections.singletonList(flightEndpoint),
               /*bytes=*/-1,
               datasets.get(descriptor).getRows()
       );
   }

   // Client
   FlightInfo flightInfo = flightClient.getInfo(FlightDescriptor.path("profiles"));
   System.out.println("C3: Client (Get Metadata): " + flightInfo);

.. code-block:: shell

   C3: Client (Get Metadata): FlightInfo{schema=Schema<name: Utf8>, descriptor=profiles, endpoints=[FlightEndpoint{locations=[Location{uri=grpc+tcp://0.0.0.0:33333}], ticket=org.apache.arrow.flight.Ticket@58871b0a, expirationTime=(none)}], bytes=-1, records=6}

Get Data
********

And get the data back:

.. code-block:: java

   // Server
   public void getStream(CallContext context, Ticket ticket, ServerStreamListener listener) {
       FlightDescriptor flightDescriptor = FlightDescriptor.path(
               new String(ticket.getBytes(), StandardCharsets.UTF_8));
       Dataset dataset = this.datasets.get(flightDescriptor);
       if (dataset == null) {
           throw CallStatus.NOT_FOUND.withDescription("Unknown descriptor").toRuntimeException();
       } else {
           VectorSchemaRoot vectorSchemaRoot = VectorSchemaRoot.create(
                   this.datasets.get(flightDescriptor).getSchema(), allocator);
           listener.start(vectorSchemaRoot);
           for (ArrowRecordBatch arrowRecordBatch : this.datasets.get(flightDescriptor).getBatches()) {
               VectorLoader loader = new VectorLoader(vectorSchemaRoot);
               loader.load(arrowRecordBatch.cloneWithTransfer(allocator));
               listener.putNext();
           }
           listener.completed();
       }
   }

   // Client
   try(FlightStream flightStream = flightClient.getStream(flightInfo.getEndpoints().get(0).getTicket())) {
       int batch = 0;
       try (VectorSchemaRoot vectorSchemaRootReceived = flightStream.getRoot()) {
           System.out.println("C4: Client (Get Stream):");
           while (flightStream.next()) {
               batch++;
               System.out.println("Client Received batch #" + batch + ", Data:");
               System.out.print(vectorSchemaRootReceived.contentToTSVString());
           }
       }
   } catch (Exception e) {
       e.printStackTrace();
   }

.. code-block:: shell

   C4: Client (Get Stream):
   Client Received batch #1, Data:
   name
   Ronald
   David
   Francisco
   Client Received batch #2, Data:
   name
   Manuel
   Felipe
   JJ

Delete data
***********

Then, we'll delete the dataset:

.. code-block:: java

   // Server
   public void doAction(CallContext context, Action action, StreamListener<Result> listener) {
       FlightDescriptor flightDescriptor = FlightDescriptor.path(
               new String(action.getBody(), StandardCharsets.UTF_8));
       switch (action.getType()) {
           case "DELETE":
               if (datasets.remove(flightDescriptor) != null) {
                   Result result = new Result("Delete completed".getBytes(StandardCharsets.UTF_8));
                   listener.onNext(result);
               } else {
                   Result result = new Result("Delete not completed. Reason: Key did not exist."
                           .getBytes(StandardCharsets.UTF_8));
                   listener.onNext(result);
               }
               listener.onCompleted();
       }
   }

   // Client
   Iterator<Result> deleteActionResult = flightClient.doAction(new Action("DELETE",
           FlightDescriptor.path("profiles").getPath().get(0).getBytes(StandardCharsets.UTF_8)));
   while (deleteActionResult.hasNext()) {
       Result result = deleteActionResult.next();
       System.out.println("C6: Client (Do Delete Action): " +
               new String(result.getBody(), StandardCharsets.UTF_8));
   }

.. code-block:: shell

   C6: Client (Do Delete Action): Delete completed

Validate Delete Data
********************

And confirm that it's been deleted:

.. code-block:: java

   // Server
   public void listFlights(CallContext context, Criteria criteria, StreamListener<FlightInfo> listener) {
       datasets.forEach((k, v) -> { listener.onNext(getFlightInfo(null, k)); });
       listener.onCompleted();
   }

   // Client
   Iterable<FlightInfo> flightInfos = flightClient.listFlights(Criteria.ALL);
   flightInfos.forEach(t -> System.out.println(t));
   System.out.println("C7: Client (List Flights Info): After delete - No records");

.. code-block:: shell

   C7: Client (List Flights Info): After delete - No records

Stop Flight Server
******************

.. code-block:: java

   // Server
   flightServer.shutdown();
   System.out.println("C8: Server shut down successfully");

.. code-block:: shell

   C8: Server shut down successfully

_`Arrow Flight RPC`: https://arrow.apache.org/docs/format/Flight.html